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Author:

Sarkar, Soumik

Title:

AUTONOMOUS PERCEPTION AND DECISION MAKING IN CYBER-PHYSICAL SYSTEMS

Graduate Program:

Mechanical Engineering

Keywords:

Machine learning
Fault diagnosis
Gas turbine engine
Network science

File:

Download soumik_thesis.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Alok Sinha, Committee Member
Shashi Phoha, Committee Member
Mark Levi, Committee Member
Jainendra Jain, Committee Member
Thomas Wettergren, Committee Member
Karen Ann Thole, Committee Member

Author:

Sarkar, Soumalya

Title:

Hierarchical Symbolic Perception in Dynamic Data Driven Application Systems

Graduate Program:

Mechanical Engineering

Keywords:

Symbolic Dynamics
Data Driven
Hierarchical approach
Multi-scale analysis
Combustion Instability
Fault detection

File:

Download Dissertation_Soumalya_Sarkar_final.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Christopher Rahn, Committee Member
Daniel Connell Haworth, Committee Member
Shashi Phoha, Committee Member
Thomas Wettergren, Committee Member
Karen Ann Thole, Committee Member